Reduction of electricity consumption in an AHU using mathematical modelling for controller tuning
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DOI: 10.1016/j.energy.2024.130619
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- Xiaowu Li & Kun Sun & Hongbo Fan & Zihan He, 2023. "Real-Time Cattle Pose Estimation Based on Improved RTMPose," Agriculture, MDPI, vol. 13(10), pages 1-18, October.
- Li, Xiaoting & Joe, Harry, 2023. "Estimation of multivariate tail quantities," Computational Statistics & Data Analysis, Elsevier, vol. 185(C).
- Shaomin Li & Kangning Wang & Yong Xu, 2023. "Robust estimation for nonrandomly distributed data," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 75(3), pages 493-509, June.
- Jonathan Roth & Pedro H. C. Sant’Anna, 2023.
"Efficient Estimation for Staggered Rollout Designs,"
Journal of Political Economy Microeconomics, University of Chicago Press, vol. 1(4), pages 669-709.
- Jonathan Roth & Pedro H. C. Sant'Anna, 2021. "Efficient Estimation for Staggered Rollout Designs," Papers 2102.01291, arXiv.org, revised May 2023.
- Wenjuan Li & Wenying Wang & Jingsi Chen & Weidong Rao, 2023. "Aggregate Kernel Inverse Regression Estimation," Mathematics, MDPI, vol. 11(12), pages 1-10, June.
- Song, Kwonsik & Jang, Youjin & Park, Moonseo & Lee, Hyun-Soo & Ahn, Joseph, 2020. "Energy efficiency of end-user groups for personalized HVAC control in multi-zone buildings," Energy, Elsevier, vol. 206(C).
- Wen, Shuqing & Zhang, Weirong & Sun, Yifu & Li, Zhenxi & Huang, Boju & Bian, Shouguo & Zhao, Lin & Wang, Yan, 2023. "An enhanced principal component analysis method with Savitzky–Golay filter and clustering algorithm for sensor fault detection and diagnosis," Applied Energy, Elsevier, vol. 337(C).
- Fang, Xi & Gong, Guangcai & Li, Guannan & Chun, Liang & Peng, Pei & Li, Wenqiang & Shi, Xing, 2023. "Cross temporal-spatial transferability investigation of deep reinforcement learning control strategy in the building HVAC system level," Energy, Elsevier, vol. 263(PB).
- Yukun Ma & Pedro H. C. Sant'Anna & Yuya Sasaki & Takuya Ura, 2023. "Doubly Robust Estimators with Weak Overlap," Papers 2304.08974, arXiv.org, revised Apr 2023.
- Mawson, Victoria Jayne & Hughes, Ben Richard, 2020. "Thermal modelling of manufacturing processes and HVAC systems," Energy, Elsevier, vol. 204(C).
- Salins, Sampath Suranjan & Kumar, Sreejith Sanal & Thommana, Antony John Jose & Vincent, Vivian Christo & Tejero-González, Ana & Kumar, Shiva, 2023. "Performance characterization of an adaptive-controlled air handling unit to achieve thermal comfort in Dubai climate," Energy, Elsevier, vol. 273(C).
- Homod, Raad Z. & Gaeid, Khalaf S. & Dawood, Suroor M. & Hatami, Alireza & Sahari, Khairul S., 2020. "Evaluation of energy-saving potential for optimal time response of HVAC control system in smart buildings," Applied Energy, Elsevier, vol. 271(C).
- Guanjing Lin & Armando Casillas & Maggie Sheng & Jessica Granderson, 2023. "Performance Evaluation of an Occupancy-Based HVAC Control System in an Office Building," Energies, MDPI, vol. 16(20), pages 1-21, October.
- Adrian Chojecki & Arkadiusz Ambroziak & Piotr Borkowski, 2023. "Fuzzy Controllers Instead of Classical PIDs in HVAC Equipment: Dusting Off a Well-Known Technology and Today’s Implementation for Better Energy Efficiency and User Comfort," Energies, MDPI, vol. 16(7), pages 1-21, March.
- Tillmann, Andreas M. & Joormann, Imke & Ammann, Sabrina C.L., 2023. "Reproducible air passenger demand estimation," Journal of Air Transport Management, Elsevier, vol. 112(C).
- Khan, Muhammad Waqas & Choudhry, Mohammad Ahmad & Zeeshan, Muhammad & Ali, Ahsan, 2015. "Adaptive fuzzy multivariable controller design based on genetic algorithm for an air handling unit," Energy, Elsevier, vol. 81(C), pages 477-488.
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Keywords
HVAC (heating; ventilating and air conditioning) systems; Air handling unit (AHU); Dynamic; multivariable and nonlinear model; Hammerstein-Wiener models; Reduction of energy consumption;All these keywords.
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